Usage rankings

Fastest models

Fastest · Throughput

API order

Provider-observed p50 output-throughput ordering. The API does not expose tok/s and places unmeasured models last.

  1. 1
    Morph: Morph V3 Largemorph/morph-v3-large
    #1
  2. 2
    Relace: Relace Apply 3relace/relace-apply-3
    #2
  3. 3
    Morph: Morph V3 Fastmorph/morph-v3-fast
    #3
  4. 4
    OpenAI: gpt-oss-safeguard-20bopenai/gpt-oss-safeguard-20b
    #4
  5. 5
    OpenAI: gpt-oss-120bopenai/gpt-oss-120b
    #5
  6. 6
    SpaceXAI: Grok 4.20 Multi-Agentx-ai/grok-4.20-multi-agent
    #6
  7. 7
    NVIDIA: Nemotron 3.5 Lightningnvidia/nemotron-3.5-lightning
    #7
  8. 8
    Inference.net: Schematron V2 Smallinference-net/schematron-v2-small
    #8

Fastest · Latency

API order

Provider p50 time-to-first-token ordering with unmeasured models placed last, not an intrinsic fixed model speed.

  1. 1
    IBM: Granite 4.2 8Bibm-granite/granite-4.2-8b
    #1
  2. 2
    Baseten: Joey 1baseten/joey-1
    #2
  3. 3
    TypeSafe: Jev 1.13typesafe/jev-1.13
    #3
  4. 4#4
  5. 5
    Together: Tev1 4B Experimentaltogethercomputer/tev1-4b-experimental
    #5
  6. 6
    Baseten: Elephant 1baseten/elephant-1
    #6
  7. 7
    TypeSafe: Jev Latest~typesafe/jev-latest
    #7
  8. 8
    TypeSafe: Jev 1.14typesafe/jev-1.14
    #8

Scope and sources

LastAI uses documented stable APIs only. The 10K context bucket, tool-using requests, and image-input activity are shown as observed token floors. Korean or Python-specific tags, tool-call counts, and image counts lack stable APIs, so proxies are separated and never used in a composite score.

Source: OpenRouter (openrouter.ai/rankings), as of 2026-11-12T05:20:08.915Z.

Methodology · external sources

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